GitHub is adapting its infrastructure and workflows to AI agents that increased code volume by 1,400 percent in 2026 by integrating AI into existing systems like CI/CD, PR review, and open-source collaboration.
Infrastructure resource configuration can shift agentic coding benchmark scores by up to 6 percentage points, with tests showing that error rates decline when more resource headroom is available, raising questions about the validity of model comparisons on such benchmarks.
